{"id":851,"date":"2026-08-16T14:39:46","date_gmt":"2026-08-16T06:39:46","guid":{"rendered":"http:\/\/www.tantan.ink\/index.php\/2026\/08\/16\/minimax-%e6%8a%8a%e9%9f%b3%e4%b9%90%e7%94%9f%e6%88%90%e6%a8%a1%e5%9e%8b%e5%bc%80%e6%ba%90%e4%ba%86%ef%bc%9a%e6%9c%ac%e5%9c%b0%e8%b7%91%e5%ae%8c%e6%95%b4-5-%e5%88%86%e9%92%9f%e6%ad%8c%e6%9b%b2-2\/"},"modified":"2026-08-16T14:39:46","modified_gmt":"2026-08-16T06:39:46","slug":"minimax-%e6%8a%8a%e9%9f%b3%e4%b9%90%e7%94%9f%e6%88%90%e6%a8%a1%e5%9e%8b%e5%bc%80%e6%ba%90%e4%ba%86%ef%bc%9a%e6%9c%ac%e5%9c%b0%e8%b7%91%e5%ae%8c%e6%95%b4-5-%e5%88%86%e9%92%9f%e6%ad%8c%e6%9b%b2-2","status":"publish","type":"post","link":"https:\/\/www.tantan.ink\/index.php\/2026\/08\/16\/minimax-%e6%8a%8a%e9%9f%b3%e4%b9%90%e7%94%9f%e6%88%90%e6%a8%a1%e5%9e%8b%e5%bc%80%e6%ba%90%e4%ba%86%ef%bc%9a%e6%9c%ac%e5%9c%b0%e8%b7%91%e5%ae%8c%e6%95%b4-5-%e5%88%86%e9%92%9f%e6%ad%8c%e6%9b%b2-2\/","title":{"rendered":"MiniMax \u628a\u97f3\u4e50\u751f\u6210\u6a21\u578b\u5f00\u6e90\u4e86\uff1a\u672c\u5730\u8dd1\u5b8c\u6574 5 \u5206\u949f\u6b4c\u66f2"},"content":{"rendered":"

\u516b\u6708\u521d\uff0cMiniMax \u4e00\u53e3\u6c14\u5f00\u6e90\u4e86\u4e24\u4e2a\u91cd\u91cf\u7ea7\u751f\u6210\u6a21\u578b\u2014\u2014\u5148\u662f\u89c6\u9891\u6a21\u578b H3\uff0c\u7d27\u8ddf\u7740\u628a\u97f3\u4e50\u751f\u6210\u6a21\u578b MiniMax Music 3<\/strong> \u4e5f\u653e\u4e86\u51fa\u6765\u3002\u8fd9\u4e0d\u662f\u53c8\u4e00\u4e2a\u53ea\u80fd\u751f\u6210\u51e0\u79d2\u94c3\u58f0\u73a9\u5177\u6a21\u578b\u7684\u90a3\u79cd\u5f00\u6e90\uff0c\u800c\u662f\u80fd\u4e00\u6b21\u6027\u4ea7\u51fa\u6700\u957f 5 \u5206\u949f\u3001\u5e26\u4eba\u58f0\u3001\u7ed3\u6784\u5b8c\u6574<\/strong>\u7684\u6b4c\u66f2\uff0c\u5e76\u4e14\u6743\u91cd\u76f4\u63a5\u516c\u5f00\u3001\u672c\u5730\u53ef\u8dd1\u3002<\/p>\n

\u5bf9\u4e00\u76f4\u5728\u76ef\u672c\u5730 AI \u97f3\u4e50\u8fd9\u6761\u7ebf\u7684\u6211\u6765\u8bf4\uff0c\u8fd9\u4e2a\u52a8\u4f5c\u633a\u5173\u952e\u3002\u95ed\u6e90\u5e73\u53f0\uff08Suno\u3001Udio \u4e4b\u7c7b\uff09\u786e\u5b9e\u597d\u7528\uff0c\u4f46\u4e0b\u8f7d\u53d7\u9650\u3001\u4e0d\u53ef\u672c\u5730\u5316\u3001\u6309\u6b21\u6536\u8d39\u7684\u65e5\u5b50\u8fdf\u65e9\u8ba9\u4eba\u4e0d\u8212\u670d\uff1b\u800c\u6b64\u524d\u80fd\u8dd1\u7684\u5f00\u6e90\u97f3\u4e50\u6a21\u578b\u5927\u591a\u505c\u7559\u5728\u51e0\u5341\u79d2\u7684\u77ed\u7247\u6bb5\u3002Music 3 \u7b49\u4e8e\u628a”\u5f00\u6e90 + \u5b8c\u6574\u957f\u66f2 + \u7ed3\u6784\u53ef\u63a7 + \u672c\u5730\u8fd0\u884c”\u8fd9\u51e0\u4e2a\u7279\u6027\u7b2c\u4e00\u6b21\u51d1\u9f50\u4e86\u3002<\/p>\n

\"MiniMax<\/p>\n

\u5b83\u5230\u5e95\u662f\u4ec0\u4e48<\/h2>\n

MiniMax Music 3 \u662f\u4e00\u4e2a\u6761\u4ef6\u97f3\u4e50\u751f\u6210\u6a21\u578b<\/strong>\u3002\u4f60\u7ed9\u5b83\u4e24\u6bb5\u8f93\u5165\uff1a\u4e00\u6bb5\u662f\u6b4c\u8bcd\uff08\u53ef\u4ee5\u5e26 [Verse]<\/code>\u3001[Chorus]<\/code>\u3001[Bridge]<\/code> \u8fd9\u7c7b\u6bb5\u843d\u6807\u7b7e\uff09\uff0c\u53e6\u4e00\u6bb5\u662f\u97f3\u4e50\u63cf\u8ff0\uff08\u66f2\u98ce\u3001\u60c5\u7eea\u3001\u4eba\u58f0\u97f3\u8272\u3001\u7f16\u66f2\u3001BPM\u3001\u8c03\u5f0f\u7b49\uff09\u3002\u5b83\u8f93\u51fa 32kHz \/ 16-bit \u7acb\u4f53\u58f0\u7684 WAV \u6587\u4ef6\uff0c\u6700\u957f\u7ea6 5 \u5206\u949f\u3002<\/p>\n

\u67b6\u6784\u4e0a\u5b83\u633a\u6709\u610f\u601d\uff0c\u8d70\u7684\u662f\u5206\u5c42\u81ea\u56de\u5f52<\/strong>\u8def\u7ebf\uff0c\u4e0d\u662f\u4e00\u4e2a\u5927\u9ed1\u76d2\uff1a<\/p>\n

    \n
  • Global LLM\uff088B\uff09<\/strong>\uff1a\u8d1f\u8d23\u6574\u9996\u6b4c\u7684\u957f\u7a0b\u7ed3\u6784\u548c\u8bed\u4e49\u63a8\u8fdb\uff0c\u4ece Qwen3-8B \u521d\u59cb\u5316\u540e\u91cd\u8bad\u6210\u97f3\u4e50 token \u6a21\u578b\uff0c\u9010\u5e27\u9884\u6d4b\u7b2c\u4e00\u5c42 RVQ \u7801\u672c\u3002<\/li>\n
  • Local LLM\uff080.6B\uff09<\/strong>\uff1a\u8d1f\u8d23\u5e27\u5185\u7684\u4e03\u5c42\u58f0\u5b66\u7ec6\u8282\u8fd8\u539f\u3002<\/li>\n
  • \u8fde\u7eed\u9690\u72b6\u6001\u5408\u6210<\/strong>\uff1a\u4e0d\u53ea\u7528\u79bb\u6563 token \u89e3\u7801\uff0c\u800c\u662f\u628a\u4e24\u4e2a LLM \u7684\u9690\u85cf\u72b6\u6001\u878d\u5408\uff0c\u518d\u7ecf\u8fc7 2.4B \u7684 Flow Matching \u548c 123M \u7684 Flow-VAE \u89e3\u7801\u5668\uff0c\u5408\u6210\u8fde\u7eed\u6ce2\u5f62\u3002<\/li>\n<\/ul>\n

    \u8bad\u7ec3\u7528\u7684\u97f3\u4e50\u5206\u8bcd\u5668\u662f\u516b\u5c42\u6b8b\u5dee\u5411\u91cf\u91cf\u5316\uff08RVQ\uff09\uff1a\u7b2c\u4e00\u5c42\u8bed\u4e49\u7801\u672c 16384 \u8bcd\u6761\u7ba1\u7ed3\u6784\u548c\u8bed\u4e49\uff0c\u5269\u4e0b\u4e03\u5c42\u5404 1024 \u8bcd\u6761\u7ba1\u58f0\u5b66\u6b8b\u5dee\u3002\u8fd9\u4e2a\u8bbe\u8ba1\u7684\u76ee\u7684\u5f88\u660e\u786e\u2014\u2014\u8ba9 5 \u5206\u949f\u7684\u957f\u6b4c\u5728\u540e\u534a\u6bb5\u4e0d\u81f3\u4e8e”\u5d29\u574f”\uff0c\u4e3b\u9898\u3001\u8282\u594f\u3001\u4eba\u58f0\u8eab\u4efd\u3001\u7f16\u66f2\u63a8\u8fdb\u90fd\u80fd\u7a33\u4f4f\u3002<\/p>\n

    \"MiniMax<\/p>\n

    \u4e3a\u4ec0\u4e48\u503c\u5f97\u672c\u5730\u73a9\u5bb6\u5173\u6ce8<\/h2>\n

    \u51e0\u4e2a\u70b9\u653e\u5728\u4e00\u8d77\u624d\u6709\u4ef7\u503c\uff1a<\/p>\n

    \u4e00\u662f\u7ed3\u6784\u53ef\u63a7\u3002<\/strong>\u4f60\u53ef\u4ee5\u7528 [Intro]<\/code> \/ [Verse]<\/code> \/ [Chorus]<\/code> \/ [Bridge]<\/code> \/ [Outro]<\/code> \u8fd9\u4e9b\u6807\u7b7e\u76f4\u63a5\u7f16\u6392\u6b4c\u66f2\u6bb5\u843d\uff0c\u97f3\u4e50\u63cf\u8ff0\u8fd8\u80fd\u7cbe\u786e\u5230 vocal \u97f3\u8272\u3001\u548c\u58f0\u3001Auto-Tune\u3001\u4e50\u5668\u8fdb\u51fa\u70b9\u3002\u5bf9\u60f3\u505a”\u6307\u5b9a\u7ed3\u6784\u7f16\u66f2”\u7684\u4eba\u6765\u8bf4\uff0c\u8fd9\u6bd4\u7eaf\u81ea\u7136\u8bed\u8a00\u778e\u804a\u9760\u8c31\u5f97\u591a\u3002<\/p>\n

    \u4e8c\u662f\u5f00\u6e90\u53ef\u5fae\u8c03\u3002<\/strong>\u6743\u91cd\u5728 Hugging Face \u548c GitHub \u4e0a\u90fd\u53d1\u4e86\uff0c\u8fd8\u987a\u624b\u5f00\u6e90\u4e86\u4e00\u4e2a music-caption-rewriter<\/code> \u6280\u80fd\u2014\u2014\u628a\u4f60\u4e00\u53e5\u7b80\u77ed\u63cf\u8ff0\u81ea\u52a8\u6269\u5199\u6210\u7ed3\u6784\u5316\u7684 Music Caption\uff08Global Metadata \/ Vocal Details \/ Arrangement \u4e09\u6bb5\uff09\uff0c\u4e0d\u9700\u8981\u5916\u90e8 API\u3002\u8fd9\u610f\u5473\u7740\u793e\u533a\u540e\u9762\u8bad\u7ec3\u98ce\u683c\u7684 LoRA \u662f\u770b\u5f97\u89c1\u7684\u8def\u5f84\u3002<\/p>\n

    \u4e09\u662f\u672c\u5730\u95ed\u73af\u65e0\u4e0a\u9650\u3002<\/strong>\u4e0d\u4f9d\u8d56\u8ba2\u9605\u3001\u6ca1\u6709\u751f\u6210\u6b21\u6570\u5929\u82b1\u677f\uff0c\u5bf9\u505a\u77ed\u89c6\u9891\u914d\u4e50\u3001\u72ec\u7acb\u6e38\u620f BGM\u3001\u64ad\u5ba2\u7247\u5934\u7684\u521b\u4f5c\u8005\u5c24\u5176\u53cb\u597d\u2014\u2014\u6279\u91cf\u51fa\u6b4c\u4e0d\u7528\u770b\u5e73\u53f0\u8138\u8272\u3002<\/p>\n

    \"MiniMax<\/p>\n

    \u600e\u4e48\u628a\u5b83\u8dd1\u8d77\u6765<\/h2>\n

    \u5b98\u65b9\u76ee\u524d\u4e3b\u63a8\u7684\u672c\u5730\u90e8\u7f72\u65b9\u5f0f\u662f\u901a\u8fc7 SGLang-Omni \u8d77\u670d\u52a1<\/strong>\u3002\u4ece\u4ed3\u5e93 README \u770b\uff0c\u6d41\u7a0b\u5927\u81f4\u662f\u8fd9\u6837\uff1a<\/p>\n

    \u7b2c\u4e00\u6b65\uff0c\u4e0b\u6a21\u578b\uff1a<\/p>\n

    hf download MiniMaxAI\/MiniMax-Music3 --local-dir \/path\/to\/minimax_ttm<\/code><\/p>\n

    \u7b2c\u4e8c\u6b65\uff0c\u8d77\u670d\u52a1\uff08\u4ece SGLang-Omni \u4ed3\u5e93\u6839\u76ee\u5f55\u8dd1\uff09\uff1a<\/p>\n

    sgl-omni serve --model-path MiniMaxAI\/MiniMax-Music3 --port 8000<\/code><\/p>\n

    \u7b2c\u4e09\u6b65\uff0c\u8c03\u7528\u5171\u4eab\u7684\u8bed\u97f3 API \u751f\u6210\u3002\u6b4c\u8bcd\u653e input<\/code> \u5b57\u6bb5\uff0c\u97f3\u4e50\u63cf\u8ff0\u653e instructions<\/code> \u5b57\u6bb5\uff0c\u8f93\u51fa WAV\uff1a<\/p>\n

    curl http:\/\/127.0.0.1:8000\/v1\/audio\/speech -H 'Content-Type: application\/json' -d '{\"model\":\"minimax_ttm\",\"input\":\"[Verse]nMorning light...\",\"instructions\":\"A warm acoustic pop song...\",\"response_format\":\"wav\",\"seed\":7,\"max_new_tokens\":9000}' --output out.wav<\/code><\/p>\n

    \u53e6\u5916\uff0cComfyUI \u90a3\u8fb9\u793e\u533a\u4e5f\u5df2\u7ecf\u6709\u4eba\u505a\u4e86\u5de5\u4f5c\u6d41\u6a21\u677f\uff0c\u4e0d\u60f3\u78b0\u547d\u4ee4\u884c\u7684\u53ef\u4ee5\u8d70\u56fe\u5f62\u754c\u9762\u3002\u5b98\u65b9\u4e5f\u653e\u4e86\u4e00\u4e2a\u5728\u7ebf Demo \u9875\uff0c\u5148\u770b\u8bd5\u542c\u518d\u51b3\u5b9a\u8981\u4e0d\u8981\u4e0b\u6a21\u578b\uff0c\u662f\u66f4\u7701\u4e8b\u7684\u5f00\u5c40\u65b9\u5f0f\u3002<\/p>\n

    \"MiniMax<\/p>\n

    \u6709\u4ec0\u4e48\u5751\uff0c\u5148\u8bf4\u6e05\u695a<\/h2>\n

    \u522b\u88ab”\u672c\u5730\u53ef\u8dd1”\u56db\u4e2a\u5b57\u51b2\u660f\u5934\uff0cREADME \u91cc\u767d\u7eb8\u9ed1\u5b57\u5199\u4e86\u51e0\u6761\u9650\u5236\uff0c\u6211\u7167\u5b9e\u8f6c\u8ff0\uff1a<\/p>\n

    \u786c\u4ef6\u95e8\u69db\u4e0d\u4f4e\u3002<\/strong>\u63a8\u7406\u9700\u8981\u4e24\u5757 CUDA GPU<\/strong>\u2014\u2014GPU 0 \u8dd1 Qwen3 \u52a0\u516b\u7801\u672c RVQ \u81ea\u56de\u5f52\u751f\u6210\uff0cGPU 1 \u8dd1 Flow Matching \u548c\u6ce2\u5f62\u89e3\u7801\u3002\u8fd9\u4e0d\u662f\u5355\u5361\u6e38\u620f\u663e\u5361\u80fd\u8f7b\u677e\u625b\u7684\u6d3b\u513f\uff0c\u771f\u8981\u672c\u5730\u73a9\u5f97\u6709\u53cc\u5361\u73af\u5883\u3002\u7f51\u4e0a\u6709\u793e\u533a\u8bf4\u9760 CPU \u5378\u8f7d\u80fd\u585e\u8fdb\u5c0f\u663e\u5b58\uff0c\u4f46\u5b98\u65b9\u6587\u6863\u5e76\u6ca1\u6709\u627f\u8bfa\u8fd9\u4e2a\u8def\u5f84\uff0c\u522b\u5f53\u6210\u4fdd\u5e95\u65b9\u6848\u3002<\/p>\n

    \u53ea\u652f\u6301\u975e\u6d41\u5f0f\u751f\u6210\u3002<\/strong>\u5f53\u524d\u53ea\u80fd\u4e00\u6b21\u6027\u51fa\u6574\u6bb5\uff0c\u4e0d\u652f\u6301\u8fb9\u751f\u6210\u8fb9\u64ad\u653e\uff0c\u4ea4\u4e92\u4f53\u9a8c\u4e0a\u548c\u67d0\u4e9b\u95ed\u6e90\u670d\u52a1\u7684\u5b9e\u65f6\u611f\u6709\u5dee\u8ddd\u3002<\/p>\n

    \u63d0\u793a\u8bcd\u6709\u4e0a\u9650\u3002<\/strong>\u6587\u672c token \u9650\u5236\u5728 5000\uff0c\u97f3\u9891\u751f\u6210\u9650\u5236\u5728 9000 \u4e2a\u58f0\u5b66\u5e27\u30025 \u5206\u949f\u57fa\u672c\u662f\u5929\u82b1\u677f\uff0c\u60f3\u66f4\u957f\u4e0d\u884c\u3002<\/p>\n

    \u63a7\u5236\u662f\u8f6f\u7ea6\u675f\u4e0d\u662f\u786c\u4fdd\u8bc1\u3002<\/strong>\u6bb5\u843d\u6807\u7b7e\u548c\u97f3\u4e50\u63cf\u8ff0\u7ed9\u7684\u662f”\u751f\u6210\u503e\u5411”\uff0c\u4e0d\u662f\u7b26\u53f7\u7ea7\u7684\u7cbe\u786e\u7ea6\u675f\u3002\u751f\u6210\u7684 tempo\u3001\u8c03\u5f0f\u3001\u914d\u5668\u3001\u6b4c\u8bcd\u548c\u66f2\u5f0f\u4e0d\u4e00\u5b9a\u6bcf\u4e00\u6b65\u90fd\u5b8c\u5168\u8d34\u5408\u4f60\u7684\u6307\u4ee4\uff0c\u9700\u8981\u591a seed \u8bd5\u51e0\u904d\u6311\u6ee1\u610f\u7684\u3002<\/p>\n

    \u8bb8\u53ef\u4e0d\u662f\u6807\u51c6\u5f00\u6e90\u534f\u8bae\u3002<\/strong>\u4ed3\u5e93 LICENSE \u6307\u5411\u7684\u662f Hugging Face \u4e0a\u7684 MiniMax-Music3 \u793e\u533a\u8bb8\u53ef\uff0c\u4e0d\u662f Apache\/MIT \u90a3\u79cd\u3002\u5546\u7528\u524d\u4e00\u5b9a\u81ea\u5df1\u8bfb\u4e00\u904d\u8bb8\u53ef\u6761\u6b3e\uff0c\u5e74\u6536\u5165\u8d85\u8fc7\u67d0\u4e2a\u9608\u503c\u53ef\u80fd\u9700\u8981\u4e66\u9762\u6388\u6743\u2014\u2014\u522b\u9ed8\u8ba4\u5f53 MIT \u7528\u3002<\/p>\n

    \u6211\u7684\u5224\u65ad<\/h2>\n

    Music 3 \u7684\u51fa\u73b0\uff0c\u8ba9”\u672c\u5730\u751f\u6210\u5b8c\u6574\u6b4c\u66f2”\u4ece”\u52c9\u5f3a\u80fd demo”\u53d8\u6210”\u771f\u80fd\u65e5\u7528”\u7684\u8ddd\u79bb\u53c8\u8fd1\u4e86\u4e00\u5927\u6b65\u3002\u5b83\u4e0d\u662f\u7ec8\u70b9\u2014\u2014\u53cc\u5361\u95e8\u69db\u3001\u8f6f\u7ea6\u675f\u7684\u63a7\u5236\u7cbe\u5ea6\u3001\u793e\u533a\u751f\u6001\u90fd\u8fd8\u9700\u8981\u65f6\u95f4\u2014\u2014\u4f46\u5b83\u628a\u5f00\u6e90\u97f3\u4e50\u6a21\u578b\u7684\u5929\u82b1\u677f\u76f4\u63a5\u62ac\u5230\u4e86 5 \u5206\u949f\u5b8c\u6574\u957f\u66f2\u8fd9\u4e00\u6863\u3002<\/p>\n

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